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Automation Risk Analysis

Will “Distribution Associate” be Automated?

Historical Context: Oxford Study (2013)

Ranked #679 of 702. Estimated risk: 98.0%

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AI Exposure Risk

53%

“Distribution Associate” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 53% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

50%

“Distribution Associate” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 50% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Shipping, Receiving, and Inventory Clerks, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Verify and maintain records on incoming and outgoing shipments involving inventory. Duties include verifying and recording incoming merchandise or material and arranging for the transportation of products. May prepare items for shipment.

Avg. Annual Salary $44,890
Avg. Hourly Wage $21.58
Available Jobs (US) 857,630
Job Title & Hierarchy Code (SOC) Shipping, Receiving, and Inventory Clerks #43-5071
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Shipping, Receiving, and Inventory Clerks”

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Core Skills & Abilities

  • Examine shipment contents and compare with records, such as manifests, invoices, or orders, to verify accuracy.

  • Confer or correspond with establishment representatives to rectify problems, such as damages, shortages, or nonconformance to specifications.

  • Pack, seal, label, or affix postage to prepare materials for shipping, using hand tools, power tools, or postage meter.

  • Compute amounts, such as space available, shipping, storage, or demurrage charges, using computer or price list.

  • Deliver or route materials to departments using handtruck, conveyor, or sorting bins.

  • Record shipment data, such as weight, charges, space availability, damages, or discrepancies, for reporting, accounting, or recordkeeping purposes.

  • Requisition and store shipping materials and supplies to maintain inventory of stock.

  • Compare shipping routes or methods to determine which have the least environmental impact.

  • Prepare documents, such as work orders, bills of lading, or shipping orders, to route materials.

  • Determine shipping methods, routes, or rates for materials to be shipped.

  • Contact carrier representatives to make arrangements or to issue instructions for shipping and delivery of materials.

Technologies & Software

  • SAP software
  • Apple Safari
  • Dydacomp Mail Order Manager
  • Microsoft Word
  • Precision TRA/X
  • Laser Substrates PostalXport
  • DeepSeek
  • Enterprise Systems RFID Data Management
  • DM2 Bills of Lading
  • Notion AI
  • Harvey Software CPS
  • Napkin AI
  • Microsoft Excel
  • Kimi (Moonshot AI)
  • Universal parcel shipping software
  • Kewill Compliance Partner
  • Microsoft Office software
  • Sage 50 Accounting
  • Otter.ai
  • Kewill Javelin Distribution Ship
  • Grok (xAI)
  • FileMaker Pro
  • Gemini for Workspace
  • MSR Visual Exporter Enterprise Integrator
  • Bill of lading software
  • Endicia Internet Postage
  • AES MailSTAR
  • Microsoft Copilot
  • MSR Visual Exporter
  • Exact MAX
  • CMS Consultants WorldLink
  • Microsoft Dynamics GP
  • UiPath (RPA + AI)
  • UPS Intelliverse
  • Aestiva Purchase Order
  • Llama (Meta)
  • ShipWorks
  • Grammarly AI
  • UPS WorldShip
  • Pitney Bowes ShipStream Manager
  • IBM Notes
  • Microsoft Outlook
  • Accuship Star System
  • Perplexity AI
  • Barcode labeling software
  • Inventory management systems
  • Zapier AI
  • MSR Visual Exporter Document Library
  • Infor ERP Visual
  • Electronic Data Interchange EDI systems
  • Freight+
  • Web browser software
  • Varsity ShipSoft Supply Chain Execution Suite
  • ChatGPT (OpenAI)
  • Warehouse management system WMS
  • Inventory tracking software
  • Nova (Amazon)
  • Mozilla Firefox
  • FedEx Ship Manager
  • Microsoft PowerPoint
  • Microsoft Edge
  • Claude (Anthropic)
  • Shipping and freight management software
  • ADi SmartBOL
  • WindowBook Postal Package Partner
  • Qwen (Alibaba)
  • Mistral (Mistral AI)
  • Citrix cloud computing software
  • Oracle JD Edwards EnterpriseOne
  • Gemini (Google)
  • Kewill Clippership
  • Notebook computers
  • Package scales
  • Shrink wrap packaging vacuums
  • Postage meters
  • Radio frequency identification RFID devices
  • Fixed radio frequency identification device RFID readers
  • Desktop computers
  • Pneumatic box staplers
  • Pillow packing machines
  • High-speed/moving object scanning devices
  • Handheld scanners
  • Hand trucks
  • Handheld bar code scanners
  • Reinforced tape dispensers
  • Barcode printers
  • Taping machines
  • Box cutters
  • Forklifts

Alternative Job Titles